| Company |
Displate |
| Job title |
Senior Data Engineer |
| Job location |
Warsaw, Poland |
| Type |
Full Time |
Responsibilities:
- Deployment of machine learning solution in production on AWS & GCP
- Participate in product discovery to proposed ML product features
- Design, implement and validate ML algorithms for visual similarity and recommendations
- Develop image2metadata solutions using multimodal LLMs to enrich artwork catalog data
- Write clean, efficient code following software development best practices
- Build prototypes, run and log experiments, and work on end-to-end ML projects
- Collaborate with product, data engineering and cross-functional teams
- Research and evaluate new tools and technologies
Requirements & Skills:
- Experience deploying ML models in production on cloud platforms (AWS, GCP)
- Strong Python programming skills and experience with data science libraries (scikit-learn, PyTorch, Huggingface)
- Experience with creating robust, well-documented machine learning APIs (Fastapi, API Gateway)
- Proficiency with software development best practices – design patterns, code reviews, TDD etc.
- Experience with ML tooling – experiment tracking, model versioning etc.
- Practical knowledge of Data Warehouses (preferably BigQuery), SQL (Postgres, MySQL) and NoSQL (MongoDB) databases
- Understanding of data structures, modeling and software architecture
- 5+ years of relevant data science/engineering experience
